Quantitative studies concerning the structure, the conformations,
and the associated dynamics of confined polymers, at the molecular
level, are of utmost importance toward a fundamental understanding
of the behavior of polymer chains under confinement. Here, we examine
the properties of cis-1,4 polybutadiene (cPB) melt,
well above T
g, confined between alumina
(001) substrates, via detailed atomistic molecular
dynamics simulation. The cPB/alumina interaction is described via a recently developed machine-learned atomistic force-field,
based on extensive ab initio density functional theory
calculations, that results in an accurate atomistic description of
the polymer structure at the vicinity of the interface. Structural,
conformational, and dynamical heterogeneities of the polymer chains
in the vicinity of the alumina substrate are observed. These include
modification of chain configurations in the vicinity of the alumina
substrate; desorption kinetics that are at least 3 orders of magnitude
slower than the maximum bulk relaxation time; exclusive relaxation
of the adsorbed segments through the desorption mechanism; slower
(with respect to the bulk) relaxation dynamics of tail and loop segments
dependent on the proximity to the substrate; slower dihedral transitions
of adsorbed segments; and more than 3 orders of magnitude slower diffusion
of adsorbed segments parrallel to the substrate. Additionally, the
system exhibits long-time reorganization effects at the interface.
Our findings are related to experimental observables by computing
the complex dielectric permittivity of the segmental and chain dipole
moment dynamics. These results shed light on recent experimental findings
on confined polymers.